# Haris | CRO, LPs & Websites (@h4harisali) on x

- id: koinon:creator:x_h4harisali
- url: https://koinonlink.com/kol/x/h4harisali
- schema_version: 1.4

## Identity
- platform: x
- handle: h4harisali
- platform_url: https://twitter.com/h4harisali
- website: https://calendly.com/convertwebsail/30min
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 536
- following: 1065
- posts_total: 3123
- posts_observed: 26
- posts_per_day: 2.158
- account_age_days: 1447
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.02985
- best_post_interactions: 16
- measurement_source: x_post_interactions
- measurement_formula: interactions on one post — likes, or likes + reposts + replies depending on the discovery path (the two are not distinguishable in the stored data)
- comparable_pool: peak_interactions
- status_note: We have only the single best observed post, so no mean exists. peak_post_engagement_rate is an UPPER BOUND, systematically higher than an average — never compare it against an average rate.
- unit_note: engagement_rate and peak_post_engagement_rate are ratios (0-1); avg_interactions_per_post and best_post_interactions are absolute counts. Read status before reading any number: a null rate has several different causes and status says which one applies here.

## Content
- category: ecommerce
- subcategory: ecom_ads
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Shopify CRO, Subscription model optimization, Shopify landing page design, GA4 integration, Liquid coding, Shopify app recommendations
- bio: Helping Brands Turn More Visitors Into Buyers | Shopify Landing Pages | CRO & Funnel Optimization | Shopify Development | Figma |  | 100+ Projects Delivered

## Audience (inferred)
- status: present
- description: Shopify store owners and digital marketers focused on conversion rate optimization and checkout funnel improvements
- roles: ecom_ops
- seniority: practitioner
- pain_points: Struggling to increase customer lifetime value (LTV) through subscription models, Having difficulty designing high-converting Shopify landing pages that drive action before users scroll, Facing challenges in choosing the right subscription app for Shopify stores, Finding it hard to implement custom Liquid code with proper GA4 tracking integration
- posts_analysed: 8
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.8
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 47
- authenticity_basis: engagement_observed
- credibility_score: 47
- flagged_for_review: false
- koinon_bd_grade: B — measures Koinon partner-outreach fit, not creator quality
- interpretation: Signals for triage, not verdicts. A flag means the profile is worth a manual check.

## Evidence
- [x_h4harisali#b212a2df] Another Subscribe & Save layout for a skincare brand, designed to increase LTV by encouraging subscriptions. https://t.co/djq1dk2iYR (https://twitter.com/h4harisali/status/2069752403503763725)
- [x_h4harisali#dd339b2a] A hero section in Shopify that converts before they scroll. https://t.co/AwZtoLVjaR
- [x_h4harisali#ca607ee5] From this week.
- [x_h4harisali#83f4cb28] Check this post from this week.
- [x_h4harisali#8f08d49f] As a Shopify developer, which subscription app do you usually recommend to your clients?
- [x_h4harisali#7f24c66b] Shopify Messaging now supports WhatsApp marketing https://t.co/qErTk4WhQs
- [x_h4harisali#893e44a1] Focus on conversions.
- [x_h4harisali#a0f43d67] This is custom build using liquid and we are using GA4 for tracking.

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=80, method=llm_scorer — Relative signal within Koinon indexing, not a market-wide score.
- commercial.promotion_intent: source_type=ai_inferred, confidence=0.6, freshness_days=80, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=108, method=profile_snapshot_and_engagement_ratio_heuristic — Means "worth a manual check", NOT confirmed fraud. Flags can be wrong and are not a verdict about the person.
- quality.authenticity_score: source_type=heuristic, confidence=0.5, freshness_days=80, method=Profile-shape heuristic from a single snapshot (follower count, following ratio, account age, posting volume, verification), reduced for engagement red flags where post engagement was collected. Where only a follower count is available the score saturates at 58. — The input set differs by platform; do not compare this score across platforms.
- quality.koinon_bd_grade: source_type=ai_inferred, confidence=0.5, freshness_days=108, method=llm_partner_fit_classifier + fit_score >= 0.6 AND authenticity >= 60 => A; fit_score >= 0.4 AND authenticity >= 45 => B; else C. authenticity < 30 or a promotional-pattern flag => quarantine. — Koinon partner-outreach fit, not creator quality.
- reach.followers: source_type=observed, confidence=0.95, freshness_days=108, method=platform_profile

## Freshness
- profile_checked_days_ago: 108
- content_analysed_days_ago: 80
- audience_updated_days_ago: 20

## AI retrieval
- indexing_requests: 11
- user_triggered_requests: 0
- note: Being indexed in bulk is not the same as being retrieved to answer a question.

## This profile
- Claim or correct: https://koinonlink.com/claim?k=x_h4harisali
- Request removal: https://koinonlink.com/claim?k=x_h4harisali
- Terms: https://koinonlink.com/for-ai